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Pypi

pypi

PyPI Package: Python package metadata + links

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.1/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full burden of behavioral disclosure. It only says the tool returns 'metadata + links' and does not explain what query is expected, whether it performs a search or exact lookup, what the response structure is, or any rate limits or failure modes. The output schema exists but the description adds no behavioral context beyond the bare output type.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is short and front-loaded, but it is under-specified rather than concise. One sentence is acceptable, but it lacks the functional detail needed to be useful. It earns a 3 because it is not verbose or redundant, yet it does not earn higher because the brevity comes at the cost of clarity.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a tool with one parameter, no annotations, and no parameter documentation, the description is incomplete. The output schema exists, so return values are partially covered, but the agent still does not know what input to provide or how the tool behaves. The presence of closely related siblings (pypiproject, pypistats) makes the missing differentiation more damaging.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 0%, so the description must compensate for the undocumented 'q' parameter. It does not: 'q' is not mentioned at all, and the description does not clarify whether it is a package name, a search term, or a query string. The default value of '' is present in the schema but its meaning is unexplained.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'PyPI Package: Python package metadata + links' identifies the resource (PyPI packages) and hints at the output (metadata and links), but it does not state a specific verb or action. It reads as a label rather than a functional description, and it does not distinguish this tool from the many sibling tools that also return metadata (e.g., npm, maven, packagist).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided about when to use this tool versus alternatives. The sibling list includes pypiproject and pypistats, which are likely related, but the description does not mention them or explain how pypi differs. An agent has no basis for choosing pypi over pypiproject or pypistats.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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